BPG is committed to discovery and dissemination of knowledge
Articles in Press
12/18/2025 10:01:29 AM | Browse: 14 | Download: 0
Publication Name Artificial Intelligence in Gastroenterology
Manuscript ID 115498
Country China
Category Gastroenterology & Hepatology
Manuscript Type Review
Article Title Multimodal artificial intelligence integrates imaging, endoscopic, and omics data for intelligent decision-making in individualized gastrointestinal tumor treatment
Manuscript Source Invited Manuscript
All Author List Hui Nian, Yi-Bin Wu, Yu Bai, Zhi-Long Zhang, Xiao-Huang Tu, Qi-Zhi Liu, De-Hua Zhou and Qian-Cheng Du
Funding Agency and Grant Number
Funding Agency Grant Number
Xuhui District Health Commission SHXH202214
Corresponding Author Qian-Cheng Du, MD, Department of Thoracic Surgery, Shanghai Xuhui Central Hospital, No. 366 Longchuan North Road, Xuhui District, Shanghai 200031, China. duqc1991106@sina.com
Key Words Multimodal artificial intelligence; Gastrointestinal tumors; Individualized therapy; Intelligent diagnosis; Treatment optimization; Prognostic prediction; Data fusion; Deep learning; Precision medicine
Core Tip This review highlights that multimodal artificial intelligence (AI), by integrating imaging, endoscopic, and multi-omics data, is revolutionizing the intelligent decision-making process for individualized gastrointestinal tumor therapy. It enhances precision across the entire clinical spectrum-from improving early detection and accurate staging, to optimizing treatment planning and prognostic assessment. The key to its success lies in effectively addressing challenges related to data fusion, model interpretability, and multicenter validation. Ultimately, multimodal AI serves as a pivotal translational bridge, connecting complex data analysis with actionable clinical insights to advance precision oncology.
Citation Nian H, Wu YB, Bai Y, Zhang ZL, Tu XH, Liu QZ, Zhou DH, Du QC. Multimodal artificial intelligence integrates imaging, endoscopic, and omics data for intelligent decision-making in individualized gastrointestinal tumor treatment. Artif Intell Gastroenterol 2025; In press
Received
2025-10-20 00:38
Peer-Review Started
2025-10-20 00:38
First Decision by Editorial Office Director
2025-10-27 09:25
Return for Revision
2025-10-27 09:25
Revised
2025-11-04 13:53
Publication Fee Transferred
Second Decision by Editor
2025-12-18 02:40
Second Decision by Editor-in-Chief
Final Decision by Editorial Office Director
2025-12-18 10:01
Articles in Press
2025-12-18 10:01
Edit the Manuscript by Language Editor
Typeset the Manuscript
ISSN 2644-3236 (online)
Open Access This article is an open-access article that was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution NonCommercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: https://creativecommons.org/Licenses/by-nc/4.0/
Copyright © The Author(s) 2025. Published by Baishideng Publishing Group Inc. All rights reserved.
Permissions For details, please visit: http://www.wjgnet.com/bpg/gerinfo/207
Publisher Baishideng Publishing Group Inc, 7041 Koll Center Parkway, Suite 160, Pleasanton, CA 94566, USA
Website http://www.wjgnet.com